FlowingData

FEBRUARY 16, 2023

As part of the Knowing Machines research project, A Critical Field Guide for Working with Machine Learning Datasets , by Sarah Ciston, offers advice for working through the life cycle of complex and large datasets : Machine learning datasets are powerful but unwieldy.

Machine Learning 90

Machine Learning Machine Learning 90

Snorkel AI

OCTOBER 23, 2023

Wayfair relies on machine learning (ML) and product tagging to ensure customer searches result in relevant products. Tagging information like color, style, and pattern can make all the difference in a customer finding the right product at the right time. blue outdoor pillows”), they rely on product tags (e.g.

ML 64

ML ML Machine Learning Machine Learning 64

Towards AI

FEBRUARY 20, 2024

Beginner’s Guide to ML-001: Introducing the Wonderful World of Machine Learning: An Introduction Everyone is using mobile or web applications which are based on one or other machine learning algorithms. You might be using machine learning algorithms from everything you see on OTT or everything you shop online.

Machine Learning 91

Machine Learning Machine Learning ML ML 91

Snorkel AI

OCTOBER 23, 2023

Wayfair relies on machine learning (ML) and product tagging to ensure customer searches result in relevant products. Tagging information like color, style, and pattern can make all the difference in a customer finding the right product at the right time. blue outdoor pillows”), they rely on product tags (e.g.

ML 59

ML ML Machine Learning Machine Learning 59

Flipboard

AUGUST 1, 2023

Researchers who study the dolphins typically use boats to follow and sometimes tag […] The dolphins go, too, using their exceptionally flexible bodies and echolocation clicks to navigate a maze of submerged greenery.

AI 123

AI AI Machine Learning Machine Learning 123

FlowingData

JANUARY 21, 2022

Tags: humor , Jess Peter , machine learning , Pudding. Generate a fake resume with a specified level of experience, define a profile pic for your socials, and then use that fake image of your face for the video interview. I wonder if someone has ever done this in real life. This had to have happened at least once, right?

Machine Learning 115

Machine Learning Machine Learning 115

Dataversity

OCTOBER 14, 2022

Image labeling enables you to tag and identify specific details in an image. In computer vision, image labeling involves adding specific tags to raw data, including videos and images. Each tag represents a certain object class associated with this data.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

AUGUST 22, 2023

We use machine learning algorithms to analyze and understand the descriptive information (e.g. What are product tags? We use product tags to organize and store descriptive information about our products. These tags capture specific attributes of each product, such as its color, design, and pattern, in a structured manner.

Machine Learning 52

Machine Learning Machine Learning Data Preparation Artificial Intelligence 52

Snorkel AI

AUGUST 22, 2023

We use machine learning algorithms to analyze and understand the descriptive information (e.g. What are product tags? We use product tags to organize and store descriptive information about our products. These tags capture specific attributes of each product, such as its color, design, and pattern, in a structured manner.

Machine Learning 52

Machine Learning Machine Learning Data Preparation Artificial Intelligence 52

Smart Data Collective

MARCH 26, 2021

Machine learning (ML) is an innovative tool that advances technology in every industry around the world. From the most subtle advances, like Netflix recommendations, to life-saving medical diagnostics or even writing content , machine learning facilitates it all. Machine learning mimics the human brain.

Machine Learning 141

Machine Learning Machine Learning ML ML 141

Dataversity

SEPTEMBER 7, 2021

Click to learn more about author Seapee Bajaj. In machine learning, data annotation involves the labeling of data to illustrate the outcome that is to be predicted by a machine learning model. The post Data Annotation Tools for Machine Learning appeared first on DATAVERSITY.

Machine Learning 52

Machine Learning Machine Learning Supervised Learning AI 52

Analytics Vidhya

NOVEMBER 26, 2021

Overview According to the internet, OpenNLP is a machine learning-based toolbox for processing natural language text. It has many features, including tokenization, lemmatization, and part-of-speech (PoS) tagging. This article was published as a part of the Data Science Blogathon. Introduction to […].

Machine Learning 316

Machine Learning Machine Learning Data Science Analytics 316

IBM Journey to AI blog

OCTOBER 16, 2023

Machine learning (ML)—the artificial intelligence (AI) subfield in which machines learn from datasets and past experiences by recognizing patterns and generating predictions—is a $21 billion global industry projected to become a $209 billion industry by 2029.

Machine Learning 51

Machine Learning Machine Learning ML ML 51

Becoming Human

MAY 12, 2023

In what ways do we understand image annotations, the underlying technology behind AI and machine learning (ML), and its importance in developing accurate and adequate AI training data for machine learning models? Overall, it shows the more data you have, the better your AI and machine learning models are.

Machine Learning 81

Machine Learning Machine Learning AI AI 81

Mlearning.ai

JULY 29, 2023

Schedule Batch Inference of Machine Learning Model on Azure Cloud with Container Services and Logic App Photo by Victoire Joncheray on Unsplash I. This approach is heavily inspired by the book Designing Machine Learning Systems by Chip Huyen , a go-to resource for any ML Engineer.

Azure 52

Azure Machine Learning Machine Learning ML 52

Analytics Vidhya

SEPTEMBER 27, 2023

Introduction In recent years, the integration of Artificial Intelligence (AI), specifically Natural Language Processing (NLP) and Machine Learning (ML), has fundamentally transformed the landscape of text-based communication in businesses.

Natural Language Processing 318

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 318

Mlearning.ai

FEBRUARY 18, 2023

", ) my_training_data_test = Input( type=AssetTypes.MLTABLE, path=" /test/", description="Dataset for NASA Turbofan Testing", tags={"source_type": "web", "source": "Kaggle ML Repo"}, version="1.0.0", v1", image="mcr.microsoft.com/azureml/openmpi3.1.2-ubuntu18.04:latest",

Azure 52

Azure Machine Learning Machine Learning Clustering 52

Flipboard

AUGUST 7, 2023

Businesses and researchers are developing mechanisms to identify the origins of text and images online as internet users face the increasingly difficult task of distinguishing between what’s made by a human and what’s generated by artificial intelligence.

Artificial Intelligence 90

Artificial Intelligence Artificial Intelligence AI AI 90

Data Science Dojo

FEBRUARY 22, 2023

With Gradio, users can create a web application that allows their users to interact with their machine learning model, API, or data science workflow. The “-t demo-gradio-app” option specifies the name and optionally a tag to the name of the image in the “name:tag” format.

Azure 370

Azure Python Machine Learning Machine Learning 370

Analytics Vidhya

MAY 30, 2022

In any Machine learning task, cleaning or preprocessing the data is as important as model building. This article was published as a part of the Data Science Blogathon. Introduction on NLP Preprocessing Hello friends, In this article, we will discuss text preprocessing techniques used in NLP.

Machine Learning 368

Machine Learning Machine Learning Data Science Analytics 368

Mlearning.ai

FEBRUARY 17, 2023

Have you ever felt bored when working on a machine learning project and it is struggling to manage the model version? After knowing MLflow, I can manage machine learning projects much easier. MLflow main advantages including: It works with many machine-learning libraries such as scikit-learn, TensorFlow, and Keras.

Machine Learning 52

Machine Learning Machine Learning Python Database 52

FlowingData

OCTOBER 14, 2022

MLU-Explain continues with their visual explainers for machine learning and statistical concepts. Tags: MLU-Explain , regression. Most recently, Jared Wilber gets into linear regression.

Machine Learning 118

Machine Learning Machine Learning 118

FlowingData

OCTOBER 13, 2022

It covers concepts from probability, statistical inference, linear regression, and machine learning. Tags: book , data science , R , Rafael Irizarry. This book introduces concepts and skills that can help you tackle real-world data analysis challenges.

Data Science 132

Data Science Data Analysis Data Analysis Machine Learning 132

Explosion

MAY 30, 2022

Many people assume that working on an NLP project involves a lot of machine learning. Our experience is that it's much less about flowing tensors, and more about making a tailored solution. This blogposts demonstrates how a typical spaCy project could be initiated, implemented and executed towards a custom solution.

Machine Learning 40

Machine Learning Machine Learning 40

FlowingData

JULY 14, 2021

Notter used machine learning to align the face pictures, and then each frame shows a 60-day average, which focuses on an aging face instead of everything else in the background. Tags: average , face , machine learning , Michael Notter , Noah Kalina.

Machine Learning 130

Machine Learning Machine Learning 130

FlowingData

SEPTEMBER 28, 2023

Tags: David Rumsey , search , text Through this process of automatic annotation, this approach turns the text on maps into structured data (text on maps data): the enormous amount of data that has been collected from these maps is now searchable.

Machine Learning 112

Machine Learning Machine Learning 112

Data Science Dojo

SEPTEMBER 8, 2023

We’ll dive into the core concepts of AI, with a special focus on Machine Learning and Deep Learning, highlighting their essential distinctions. ML encompasses a range of algorithms that enable computers to learn from data without explicit programming. Goals To predict future events and trends.

Predictive Analytics 244

Predictive Analytics Analytics Analytics Deep Learning 244

Analytics Vidhya

MAY 27, 2023

Neural networks involve training a model on tagged text data to predict emotions in new text. Introduction Classifying emotions in sentence text using neural networks involves attributing feelings to a piece of text. It can be achieved through techniques like neural networks or lexicon-based methods.

Analytics 307

Analytics Analytics Algorithm Machine Learning 307

Flipboard

JUNE 15, 2023

Google Lens has long been a powerful party trick for anyone who needs to identify a flower or translate their restaurant menu, but it's about to jump …

AI 89

AI AI Artificial Intelligence Artificial Intelligence 89

Analytics Vidhya

JANUARY 23, 2023

Despite his high transfer fee tagged to his name, Lukaku’s inability to convert easy chances led to Belgium’s early exit. Introduction The FIFA World Cup 2022 may be over, but the story of Belgian striker Romelu Lukaku’s performance against Croatia will be remembered as one of the tournament’s most heartbreaking tales.

Artificial Intelligence 329

Artificial Intelligence Artificial Intelligence AI AI 329

Shreyansh Singh

JANUARY 23, 2022

Quite a while back, I had written a post in which I described how to package your Machine Learning models using Docker and deploy them using Flask. cd iris_classification docker build --tag iris_classification:latest. amazonaws.com docker tag iris_classification:latest 863244415814.dkr.ecr.us-east-1.amazonaws.com/iris_classification:latest

AWS 64

AWS Machine Learning Machine Learning Python 64

Analytics Vidhya

JANUARY 30, 2023

Introduction Are you curious about how your camera phone automatically tags your photos with keywords or how Google Photos can sort your images by the objects in them? These abilities are made possible by a technique called Bag of Features (BoF).

Analytics 315

Analytics Analytics Algorithm Deep Learning 315

Flipboard

JUNE 10, 2023

When it comes to natural language processing (NLP) tasks, large language models (LLM) trained on massive online datasets perform exceptionally well. …

Natural Language Processing 112

Natural Language Processing AI AI Artificial Intelligence 112

Mlearning.ai

AUGUST 24, 2023

NLTK (Natural Language Toolkit) is a Python library that provides various tools for working with human language data, including… Continue reading on MLearning.ai »

Python 52

Python ML ML Machine Learning 52

AWS Machine Learning Blog

APRIL 19, 2024

Amazon Personalize accelerates your digital transformation with machine learning (ML), making it effortless to integrate personalized recommendations into existing websites, applications, email marketing systems, and more. Optionally, add any tags. In his spare time, he enjoys writing and playing soccer.

AWS 99

AWS ML ML Machine Learning 99

FlowingData

AUGUST 23, 2023

From Microsoft : Excel users now have access to powerful analytics via Python for visualizations, cleaning data, machine learning, predictive analytics, and more. Tags: Excel , Python Excel is getting a bump in capabilities with Python integration. Sounds fun for both Excel users and Python developers.

Python 79

Python Clean Data Predictive Analytics Machine Learning 79

Towards AI

DECEMBER 28, 2023

Before starting, consider taking a look at my Medium profile where I cover topics on Data Science, Machine Learning, and Python! In this article, I’ll introduce you to 10+ essential open-source Python packages for Natural Language Processing that you can’t miss. stars on GitHub. ."""

Natural Language Processing 99

Natural Language Processing Python Artificial Intelligence Artificial Intelligence 99